
Complete 4-part research series73 min
Frontier Model Engineering
Four hands-on workshops for taking any model release from artifact audit to durable agents, long-context storage, and topology-aware multi-GPU inference.
Source-backed engineering notes on distributed systems, messaging infrastructure, open-source internals, and model systems. Search by title, summary, or tag.
Long investigations publish as named series. The archive groups larger releases around their entry point instead of dropping you into the middle. Browse guided series.

Four hands-on workshops for taking any model release from artifact audit to durable agents, long-context storage, and topology-aware multi-GPU inference.

An eight-part source-guided study of Redpanda 26.1.13: Kafka compatibility, Raft durability, storage, remote data, transforms, RPC, cluster control, and benchmark design.